Stebėti
Jia (Kevin) Liu
Jia (Kevin) Liu
Associate Professor of Electrical and Computer Engineering, The Ohio State University
Patvirtintas el. paštas ece.osu.edu - Pagrindinis puslapis
Pavadinimas
Cituota
Cituota
Metai
FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping
X Cao, M Fang, J Liu, NZ Gong
Proceedings of NDSS 2021, 2021
7202021
Achieving Linear Speedup with Partial Worker Participation in Non-IID Federated Learning
H Yang, M Fang, J Liu
Proceedings of ICLR 2021, 2021
3132021
Poisoning attacks to graph-based recommender systems
M Fang, G Yang, NZ Gong, J Liu
Proceedings of the 34th annual computer security applications conference …, 2018
2502018
Combinatorial sleeping bandits with fairness constraints
F Li, J Liu, B Ji
IEEE Transactions on Network Science and Engineering 7 (3), 1799-1813, 2019
2022019
How to correctly use the protocol interference model for multi-hop wireless networks
Y Shi, YT Hou, J Liu, S Kompella
Proceedings of the tenth ACM international symposium on Mobile ad hoc …, 2009
1782009
Influence function based data poisoning attacks to top-n recommender systems
M Fang, NZ Gong, J Liu
Proceedings of ACM The Web Conference (WWW) 2020, 3019-3025, 2020
1772020
Anarchic Federated Learning
H Yang, X Zhang, P Khanduri, J Liu
Proc. ICML 2022, 2022
822022
Bridging the Gap between Protocol and Physical Models for Wireless Networks
Y Shi, YT Hou, J Liu, S Kompella
IEEE Transactions on Mobile Computing 12 (7), 1404-1416, 2012
752012
Femtocell Base Station Deployment in Commercial Buildings: A Global Optimization Approach
J Liu, T Kou, Q Chen, HD Sherali
IEEE Journal on Selected Areas in Communications 30 (3), 652-663, 2012
742012
Stem: A stochastic two-sided momentum algorithm achieving near-optimal sample and communication complexities for federated learning
P Khanduri, P Sharma, H Yang, M Hong, J Liu, K Rajawat, P Varshney
Advances in Neural Information Processing Systems 34, 6050-6061, 2021
722021
Optimal Power Allocation in Multi-Relay MIMO Cooperative Networks: Theory and Algorithms
J Liu, NB Shroff, HD Sherali
IEEE Journal on Selected Areas in Communications 30 (2), 331-340, 2012
712012
Heavy-ball: A new approach to tame delay and convergence in wireless network optimization
J Liu, A Eryilmaz, NB Shroff, ES Bentley
IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer …, 2016
632016
Network Coding in Cooperative Communications: Friend or Foe?
S Sharma, Y Shi, J Liu, YT Hou, S Kompella, SF Midkiff
IEEE Transactions on Mobile Computing 11 (7), 1073-1085, 2012
602012
Is network coding always good for cooperative communications?
S Sharma, Y Shi, J Liu, YT Hou, S Kompella
2010 Proceedings IEEE INFOCOM, 1-9, 2010
582010
Multi-armed bandits with local differential privacy
W Ren, X Zhou, J Liu, NB Shroff
arXiv preprint arXiv:2007.03121, 2020
572020
Byzantine-resilient stochastic gradient descent for distributed learning: A lipschitz-inspired coordinate-wise median approach
H Yang, X Zhang, M Fang, J Liu
2019 IEEE 58th Conference on Decision and Control (CDC), 5832-5837, 2019
552019
Cross-layer optimization for mimo-based wireless ad hoc networks: Routing, power allocation, and bandwidth allocation
J Liu, YT Hou, Y Shi, HD Sherali
IEEE Journal on Selected Areas in Communications 26 (6), 913-926, 2008
542008
A Multi-objective/Multi-task learning Framework Induced by Pareto Stationarity
M Momma, C Dong, J Liu
Proc. ICML 2022, 2022
492022
Data Poisoning Attacks and Defenses to Crowdsourcing Systems
M Fang, M Sun, Q Li, NZ Gong, J Tian, J Liu
Proceedings of ACM TheWebConf (WWW) 2021, 2021
472021
Algorithm design for femtocell base station placement in commercial building environments
J Liu, Q Chen, HD Sherali
2012 Proceedings IEEE INFOCOM, 2951-2955, 2012
412012
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Straipsniai 1–20